Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

PaddlePaddle/Paddle ↗

PaddlePaddle/Paddle AI coding statistics: 9.4%

of 1,081 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
9.4% agent · top contributor 17.6%28 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

102
agent commits
979
other considered commits
28
agent contributors
17.6%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

102assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-021.3%301
2026-0312.4%233
2026-0414%171
2026-0519.3%119
2026-0610.8%93
2026-0710.7%84
2026-085.6%54
2026-090%26

Peak month: 19.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic585.4%
OpenAI CodexOpenAI343.1%
GitHub CopilotGitHub151.4%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 42d58c43 on GitHubalign the precision of log2 api with torch+2.12.0 (#79541)Claude Code
  • 1dfe2f2b on GitHub[Operator Mechanism] Fix p_norm_grad kernel precision compatibility for GPClaude Code
  • 31c7cfe5 on GitHub[Build] Compile FlashAttention on arm64 platforms (#79488)Claude Code
  • 58354a50 on GitHub[CI] Upgrade `apache-tvm-ffi` to `v0.1.13.post2` (#79622)OpenAI Codex
  • c092dc58 on GitHub[Cpp API Compatibility] Support `at::scalar_tensor` (#79623)OpenAI Codex
  • cae80136 on GitHub[Agent] Add PaddleFleet integration part and more ecosystem cases to crossOpenAI Codex
  • cae80136 on GitHub[Agent] Add PaddleFleet integration part and more ecosystem cases to crossGitHub Copilot
  • 8d925a3e on GitHub[Operator Mechanism] Harden MoE permute/unpermute boundary cases (#79211)GitHub Copilot
  • d59f4f1b on GitHub[CUDA13.2] Environment Adaptation support Paddle on CUDA 13.2 (#78720)GitHub Copilot
  • a5016ee4 on GitHub[ROCm 7.0] Add support for AMD CDNA4 and ROCm 7.0 (#77641)Cursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window1,081
Merge commits removed−0
CI / dependency bots removed−0
Considered1,081

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
PaddlePaddle/Paddle
Default branch
develop
Resolved HEAD
13d53f4984f2e0e0f0d2a07a87c6ebd3fafe93a5 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortC/C++ · 127 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 51 of 178 ecosystem repositories excluded
Agent-commit share position88th percentile

Midrank percentile; equal shares split the tied positions.

Repository
9.4%
Cohort median
0.4%
Share rank
16 / 127
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 127.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli PaddlePaddle/Paddle

Scan another repository

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